IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0263783.html
   My bibliography  Save this article

Inducement factor of talent agglomeration in the manufacturing industrial sector: A survey on the readiness of Industry 4.0 adoption

Author

Listed:
  • Yanchao Feng

Abstract

China’s economy has progressed from a rapid growth phase to one of high-quality development and innovation. Industry 4.0 manufacturing technology and processes include cyber-physical systems (CPS), Industrial Internet of Things (IIOT), Cognitive Computing and Artificial Intelligence (CCAI) as advancements in computerization and information exchange the relevant variables data, and a survey questionnaire are used to accumulate three-year data from 2017 to 2019. The Structured Equation Modeling (SEM), analytic hierarchy process (AHP), and mediating variable in a SOBEL test are applied. The results show that Industry 4.0 is the primary practical corridor to official and familiar in sequence substitute policy and collaboration for talent agglomeration on research projects. It lowers the fixed price of human capital and significant factors active long-term innovation and profit at the end of the inferential test results. Hypotheses findings show that the associations between dependent and independent variables are essential, and latent variables GFI, CFI, TLI, and IFI have acceptable values. CMINDF and RMR fulfill the fit criteria and results will assist managers and policymakers in spotting talent agglomeration activities implemented to increase manufacturing businesses’ readiness to reap the most benefits from Industry 4.0 adoption.

Suggested Citation

  • Yanchao Feng, 2023. "Inducement factor of talent agglomeration in the manufacturing industrial sector: A survey on the readiness of Industry 4.0 adoption," PLOS ONE, Public Library of Science, vol. 18(10), pages 1-16, October.
    • Handle: RePEc:plo:pone00:0263783
    DOI: 10.1371/journal.pone.0263783
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0263783
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0263783&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0263783?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Richard Florida, 2002. "Bohemia and economic geography," Journal of Economic Geography, Oxford University Press, vol. 2(1), pages 55-71, January.
    2. Mario Cimoli & Gabriel Porcile, 2014. "Technology, structural change and BOP-constrained growth: a structuralist toolbox," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(1), pages 215-237.
    3. Fu, Yuming & Gabriel, Stuart A., 2012. "Labor migration, human capital agglomeration and regional development in China," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 473-484.
    4. Giulia Faggio & Olmo Silva & William C. Strange, 2017. "Heterogeneous Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 80-94, March.
    5. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    6. Daniele Mozzato & Paola Gatto & Edi Defrancesco & Lucia Bortolini & Francesco Pirotti & Elena Pisani & Luigi Sartori, 2018. "The Role of Factors Affecting the Adoption of Environmentally Friendly Farming Practices: Can Geographical Context and Time Explain the Differences Emerging from Literature?," Sustainability, MDPI, vol. 10(9), pages 1-23, August.
    7. Giannetti, Mariassunta, 2003. "On the mechanics of migration decisions: skill complementarities and endogenous price differentials," Journal of Development Economics, Elsevier, vol. 71(2), pages 329-349, August.
    8. Bai, Chong-En & Du, Yingjuan & Tao, Zhigang & Tong, Sarah Y., 2004. "Local protectionism and regional specialization: evidence from China's industries," Journal of International Economics, Elsevier, vol. 63(2), pages 397-417, July.
    9. Julian Marius Müller & Daniel Kiel & Kai-Ingo Voigt, 2018. "What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability," Sustainability, MDPI, vol. 10(1), pages 1-24, January.
    10. Yande Gong & Joe Zhu & Ya Chen & Wade D. Cook, 2018. "DEA as a tool for auditing: application to Chinese manufacturing industry with parallel network structures," Annals of Operations Research, Springer, vol. 263(1), pages 247-269, April.
    11. Chong-En Bai & Jiangyong Lu & Zhigang Tao, 2006. "The Multitask Theory of State Enterprise Reform: Empirical Evidence from China," American Economic Review, American Economic Association, vol. 96(2), pages 353-357, May.
    12. Henri L.F. Groot & Jacques Poot & Martijn J. Smit, 2016. "Which Agglomeration Externalities Matter Most And Why?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 756-782, September.
    13. Luke Gibson & Tien Ming Lee & Lian Pin Koh & Barry W. Brook & Toby A. Gardner & Jos Barlow & Carlos A. Peres & Corey J. A. Bradshaw & William F. Laurance & Thomas E. Lovejoy & Navjot S. Sodhi, 2011. "Primary forests are irreplaceable for sustaining tropical biodiversity," Nature, Nature, vol. 478(7369), pages 378-381, October.
    14. Oketch, Moses O., 2006. "Determinants of human capital formation and economic growth of African countries," Economics of Education Review, Elsevier, vol. 25(5), pages 554-564, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Udo Kreickemeier & Jens Wrona, 2017. "Two-Way Migration between Similar Countries," The World Economy, Wiley Blackwell, vol. 40(1), pages 182-206, January.
    2. Lu, Jiangyong & Tao, Zhigang, 2009. "Trends and determinants of China's industrial agglomeration," Journal of Urban Economics, Elsevier, vol. 65(2), pages 167-180, March.
    3. Dequiedt, Vianney & Zenou, Yves, 2013. "International migration, imperfect information, and brain drain," Journal of Development Economics, Elsevier, vol. 102(C), pages 62-78.
    4. Diodato, Dario & Neffke, Frank & O’Clery, Neave, 2018. "Why do industries coagglomerate? How Marshallian externalities differ by industry and have evolved over time," Journal of Urban Economics, Elsevier, vol. 106(C), pages 1-26.
    5. Rawaa Laajimi & Julie Le Gallo, 2022. "Push and pull factors in Tunisian internal migration: The role of human capital," Growth and Change, Wiley Blackwell, vol. 53(2), pages 771-799, June.
    6. Peng Bin & Xiaolan Chen & Andrea Fracasso & Chiara Tomasi, 2020. "Firm employment growth in China: The role of marketization and regional economic factors," Growth and Change, Wiley Blackwell, vol. 51(1), pages 402-439, March.
    7. SIQUEIRA, Kevin & SANDLER, Todd & CAULEY, Jon, 2009. "Common agency and state-owned enterprise reform," China Economic Review, Elsevier, vol. 20(2), pages 208-217, June.
    8. Martin Andersson & Johan P. Larsson, 2022. "Mysteries of the trade? Skill-specific local agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 56(9), pages 1538-1553, September.
    9. Liu, Zheming & Zeng, Saixing & Jin, Zhizhou & Shi, Jonathan Jingsheng, 2022. "Transport infrastructure and industrial agglomeration: Evidence from manufacturing industries in China," Transport Policy, Elsevier, vol. 121(C), pages 100-112.
    10. Kim, Jungho & Kollmann, Trevor & Palangkaraya, Alfons & Webster, Elizabeth, 2022. "Does local technological specialisation, diversity and dynamic competition enhance firm creation?," Research Policy, Elsevier, vol. 51(7).
    11. Vanessa Hellwig, 2024. "Tech hubs within cities—determinants and dynamics," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(4), pages 1885-1916, December.
    12. Evans, Olaniyi, 2022. "The criticality of institutions and the macroeconomy for education outcomes in Africa," MPRA Paper 118197, University Library of Munich, Germany.
    13. Su, Yaqin & Hua, Yue & Deng, Lanfang, 2021. "Agglomeration of human capital: Evidence from city choice of online job seekers in China," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    14. Xu, Cheng-Gang, 2010. "The Institutional Foundations of China?s Reforms and Development," CEPR Discussion Papers 7654, C.E.P.R. Discussion Papers.
    15. Xizan Jin & Hongfei Yu & Fangxin Yi & Lili Chen & Song Wang, 2022. "Tolerance for Housing Unaffordability among Highly Skilled Young Migrants: Evidence from the Zhejiang Province of China," IJERPH, MDPI, vol. 20(1), pages 1-18, December.
    16. Zheng LU & Xiang DENG, 2017. "Regional Specialization: New Methods Of Measurement And The Trends In China 1987-2007," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 17(2), pages 119-134.
    17. Mark Partridge & M. Rose Olfert & Alessandro Alasia, 2007. "Canadian cities as regional engines of growth: agglomeration and amenities," Canadian Journal of Economics, Canadian Economics Association, vol. 40(1), pages 39-68, February.
    18. Jaewon Lim & Daeyoung Kwon & Soo Jung Ha, 2025. "Revisiting the growth poles: regional disparity and population redistribution policy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(1), pages 1-27, March.
    19. Mohamed Amara & Hatem Jemmali, 2018. "Deciphering the Relationship Between Internal Migration and Regional Disparities in Tunisia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 313-331, January.
    20. Herrmann-Pillath, Carsten & Libman, Alexander & Xiaofan, Yu, 2010. "State and market integration in China: A spatial econometrics approach to 'local protectionism'," Frankfurt School - Working Paper Series 137, Frankfurt School of Finance and Management.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0263783. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.